{"id":"W2049434934","doi":"10.1016/j.drugalcdep.2010.02.001","title":"Changes in and characteristics of admissions to treatment related to problematic prescription opioid use in Ontario, 2004–2009","year":2010,"lang":"en","type":"article","venue":"Drug and Alcohol Dependence","topic":"Opioid Use Disorder Treatment","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health; Simon Fraser University","funders":"","keywords":"Medical prescription; Context (archaeology); Medicine; Demography; Addiction; Psychiatry; Environmental health; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001142224,0.000161675,0.0003196507,0.0002317045,0.00002645418,0.00002003022,0.00004217338,0.00007312482,0.00006940235],"category_scores_gemma":[0.0001187086,0.0001296867,0.00001825229,0.0001606888,0.00001797743,0.00008355675,0.000040554,0.000167049,0.000007600288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009859123,"about_ca_system_score_gemma":0.0001400293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02386213,"about_ca_topic_score_gemma":0.2012389,"domain_scores_codex":[0.9990519,0.00002461622,0.0002785785,0.000300695,0.0001433745,0.0002008315],"domain_scores_gemma":[0.9993649,0.00004467488,0.00005667325,0.0002310135,0.00003717559,0.000265555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001357499,0.000618026,0.9405526,0.0001056822,0.00002172212,0.00006691866,0.01618925,0.000005064268,0.03516361,0.00004842402,0.00003159776,0.007061371],"study_design_scores_gemma":[0.001472308,0.0003947255,0.9934479,0.0005776332,0.00004226363,0.00002103231,0.0003571164,0.00008523435,0.00305866,0.0001001206,0.0003306896,0.0001123017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973232,0.00009688172,0.000002182614,0.001100612,0.00007676323,0.001293691,0.00002242498,0.00001537867,0.00006889933],"genre_scores_gemma":[0.9966695,0.0001319982,0.001198763,0.0001166237,0.000006170195,0.0001440091,0.00002759384,0.0000124163,0.001692963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1773768,"threshold_uncertainty_score":0.9826381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02213726278882394,"score_gpt":0.2765872730985705,"score_spread":0.2544500103097465,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}